Sohom Ghosh
Machine Learning Engineer at Apple
Greater Hyderabad Area India
Summary
👤
Senior🎓
Top SchoolSohom Ghosh is a Machine Learning Engineer at Apple with a decade of experience building production-grade NLP and generative AI systems for finance, enterprise search, and consumer products. He combines a PhD in Financial NLP with hands-on delivery—designing and deploying 8+ production ML systems, holding a US patent for call transcript analytics, and publishing 32 conference papers. His expertise spans LLMs, RAG, multi-modal models, PyTorch-based fine-tuning and model compression, and end-to-end ML infrastructure on AWS. At Fidelity he drove measurable customer impact (18-point NPS lift, 27% Customer Ease improvement) and built IndicFinNLP for Indian languages, reflecting both domain depth and emerging-market focus. An avid researcher and author, he bridges academic rigor with product impact and even finds time for 11 treks and harmonica performances.
10 years of coding experience
8 years of employment as a software developer
BITS Pilani, Birla Institute of Technology and ScienceBachelor of Technology (B.Tech.) Computer Science and Engineering, Bachelor of Technology (B.Tech.) Computer Science and Engineering at Heritage Institute of TechnologySenior Secondary AISSCE Science, Senior Secondary AISSCE Science at Sarvodaya Senior Secondary SchoolDoctor of Philosophy Computer Science and Engineering, Doctor of Philosophy Computer Science and Engineering at Jadavpur UniversitySecondary ICSE Maths Science Arts and Computers, Secondary ICSE Maths Science Arts and Computers at St. Xavier's School
Stackoverflow
1reputation
2kreached
0answers
1question
Github Skills (21)
markov-chain10
lda10
linear-regression10
classifiers10
latent-dirichlet-allocation9
api9
nlp8
financial-data8
python8
pandas8
scikit-learn8
natural-language-processing8
nltk8
text-classification8
financial-analysis6
Programming languages (1)
Github contributions (5)
sohomghosh/FinRAD_Financial_Readability_Assessment_Dataset
Feb 2022 - Nov 2024
FinRAD: Financial Readability Assessment Dataset - 13,000+ Definitions of Financial Terms for Measuring Readability
Contributions:1 release, 33 pushes, 1 tag in 2 years 9 months
financial-datafinancial-analysisreadability-scorestext-classification
sohomghosh/sohomghosh
Aug 2020 - Jan 2026
Contributions:40 pushes, 1 branch in 5 years 6 months
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